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gar-vertex-integration

Example Code to build a custom Python package, upload it to a private repository in Google Artifact Registry, and then import those packages within Vertex Pipeline components.

Required environment variables

  • REGION: GCP Region
  • PROJECT_ID: GCP Project ID
  • GCS_BUCKET: GCS Bucket URI for Vertex Pipelines artifacts (e.g. gs://my-bucket)
  • PIPELINE_ROOT_PREFIX: A prefix in GCS_BUCKET where pipeline artifacts will be stored (e.g. pipelines/gar-python-pipeline)
  • PIPELINE_DISPLAY_NAME: The display name for the Vertex Pipeline
  • PYTHON_REPO_NAME: Name for the Artifact Registry Python repository
  • PYTHON_PACKAGE_NAME: Name of the package that will be used in the Vertex Pipeline
  • IMAGE_REPO_NAME: Name for the Artifact Registry Docker repository to store the base image for Vertex components
  • IMAGE_NAME: Name of the base image for authenticating with Google Artifact Registry

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Example Code to build a custom Python package, upload it to a private repository in Google Artifact Registry, and then import those packages within Vertex Pipeline components.

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